This project uses a Random Forest model to predict electricity prices (SMPEP2) from environmental, market, and time-series data. Through data cleaning, feature engineering, and cross-validation, we developed a robust model that achieved an R-squared of over 0.61, providing a reliable forecast.
☆46Sep 23, 2025Updated last year
Alternatives and similar repositories for Electricity-Price-Prediction-Project
Users that are interested in Electricity-Price-Prediction-Project are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Optimisation algorithms for energy storage arbitrage☆17Dec 14, 2017Updated 8 years ago
- Fine-grained attention in hierarchical transformers for tabular time-series.☆12Dec 24, 2024Updated last year
- ManifoldNet Paper Implementation for SPD(n)☆11Nov 10, 2021Updated 4 years ago
- Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks☆17Jan 15, 2025Updated last year
- [Pattern Recognition, 2020] Covariance Descriptors on a Gaussian Manifold and their Application to Image Set Classification☆13May 28, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Transformer Doctor: Diagnosing and Treating Vision Transformers☆11Jan 15, 2025Updated last year
- Action recognition with STIP features and my own Fisher vector implementation☆14Mar 29, 2017Updated 9 years ago
- 这项目主要收集大规模GNN(图神经网络)的相关研究☆10May 26, 2020Updated 6 years ago
- Official PyTorch implementation of paper "Schema Inference for Interpretable Image Classification" (ICLR 2023)☆16Apr 6, 2023Updated 3 years ago
- ☆16Sep 12, 2019Updated 7 years ago
- Code for PAKDD 2023 paper: TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversaria…☆10Nov 29, 2024Updated last year
- Mean-Shift (MS) Mean-Shift (MS) is widely known as one of the most basic yet powerful tracking algorithms. Mean- Shift considers feature …☆11Dec 21, 2017Updated 8 years ago
- Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers [https://arxiv.org/pdf/2112.04934.pdf]☆15May 13, 2023Updated 3 years ago
- Plots (using NILMTK) for my UK-DALE dataset paper☆12Jan 12, 2015Updated 11 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- NEAT implementation in Python☆12Apr 15, 2018Updated 8 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Semi-Supervised Classification with Graph Convolutional Networks☆16Oct 7, 2020Updated 5 years ago
- ☆16Jul 28, 2024Updated 2 years ago
- code of the CVPR 2020 paper "Learning to Optimize on SPD Manifolds"☆13Sep 12, 2020Updated 6 years ago
- Decentralized Energy Marketplace via NFTs and AI-based Agents☆15Nov 23, 2023Updated 2 years ago
- A comparison of various dimensionality reduction techniques from scikit-learn. Including PCA, t-SNE, LLE, Hessian LLE, Modified LLE, Isom…☆14Nov 8, 2018Updated 7 years ago
- Dense trajectories generated from mocap data. Presented at CVPR 14.☆23Jul 8, 2020Updated 6 years ago
- The ETH-80 dataset [1] contains visual object images from 8 different categories including apples, cars, cows,cups, dogs, horses, pears a…☆15Aug 27, 2020Updated 6 years ago
- SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data☆26Jan 24, 2026Updated 8 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Matlab implementation of the Supervised Descent Method (SDM) for facial landmark detection and face tracking☆22Feb 16, 2017Updated 9 years ago
- Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning☆19Apr 15, 2024Updated 2 years ago
- Machine learning for power system transient stability assessment☆17Oct 13, 2021Updated 4 years ago
- ☆18Aug 30, 2023Updated 3 years ago
- The official implementation of "Rank-One Network: An Effective Framework for Image Restoration" via TensorFlow☆22Jan 3, 2021Updated 5 years ago
- ACM MM'25 Tutorial: Multimodal Learning for Spatio-Temporal Data Mining☆20Nov 3, 2025Updated 10 months ago
- A Library for Graph Transformer☆22May 20, 2026Updated 4 months ago
- Evolving Neural Networks Through Augmenting Topologies☆18Nov 2, 2020Updated 5 years ago
- ☆27May 29, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆35Oct 4, 2025Updated 11 months ago
- This mathematics course is taught for the first year Ph.D. students of computer science and related areas @zju☆30Apr 27, 2021Updated 5 years ago
- Four commonly used operations on the symmetric positive definite manifold☆30Jul 8, 2022Updated 4 years ago
- [IEEE Transactions on Power Systems] Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-…☆26Jun 2, 2024Updated 2 years ago
- Codes for our paper "Spatial-temporal Adaptive Transient Stability Assessment for Power System under Missing Data"☆31Aug 3, 2020Updated 6 years ago
- [ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables☆25Mar 10, 2026Updated 6 months ago
- Notebook for Temporal Pooling NILM☆21May 10, 2023Updated 3 years ago